francesco-vaselli / FlashSimLinks
FlashSim: A Deep Learning Solution to the HEP simulation problem
☆12Updated 11 months ago
Alternatives and similar repositories for FlashSim
Users that are interested in FlashSim are comparing it to the libraries listed below
Sorting:
- Symmetry Preserving Attention Networks for Event Reconstruction☆45Updated 11 months ago
- CMS ML Documentation☆20Updated 2 months ago
- Tutorials for the Deep Learning in Particle Physics course, first helt spring semester 2022, at the University of Heidelberg.☆29Updated 4 months ago
- Machine learning–based inference toolkit for particle physics☆89Updated last year
- Extended histogram plotting on top of matplotlib and HEP collaboration compatible styling☆214Updated this week
- Automatically parametrize the effect of EFT coefficients on arbitrary observables☆10Updated 2 months ago
- Official implementation of "Particle Transformer for Jet Tagging".☆118Updated last year
- Python package for the EnergyFlow suite of tools.☆42Updated 5 months ago
- Streamlined neural network training.☆60Updated last year
- ☆30Updated 2 months ago
- ☆26Updated last year
- Jet-finding in the Scikit-HEP ecosystem.☆25Updated 2 weeks ago
- Living Review of Machine Learning for Particle Physics☆415Updated 2 months ago
- differentiable (binned) likelihoods with JAX☆27Updated 2 weeks ago
- Machine-learned, GPU-accelerated particle flow reconstruction☆33Updated last week
- ☆22Updated 2 years ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆255Updated 3 months ago
- ☆23Updated 11 months ago
- CATHODE program from arxiv.org/abs/2109.00546☆11Updated last year
- Slim configuration framework for Coffea based analysis on CMS NanoAOD events☆16Updated last week
- This repository contains a historical record of all jet energy corrections (JEC), uncertainties, and resolution files. These file come in…☆21Updated this week
- GNN classification for reconstructed HEP events stored in ROOT☆14Updated 5 months ago
- ☆28Updated 3 years ago
- madjax☆14Updated last year
- Community-sourced list of papers and resources on neural simulation-based inference.☆146Updated last week
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆45Updated 10 months ago
- Basic tools and wrappers for enabling not-too-alien syntax when running columnar Collider HEP analysis.☆143Updated this week
- Permutation Equivariant Lorentz Invariant/Covariant Aggregator Network☆13Updated last year
- ☆81Updated this week
- A framework for fast simulation of a generic collider experiment☆117Updated this week